{"id":"W4300823954","doi":"","title":"Predictive value of grade point average (GPA), Medical College Admission Test (MCAT), internal examinations (Block) and National Board of Medical Examiners (NBME) scores on Medical Council of Canada qualifying examination part I (MCCQE-1) scores","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Medical Education and Admissions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Entrance exam; Test (biology); Medicine; Predictive value; Medical school; Medical education; Internal medicine; Predictive validity; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007076736,0.0003849161,0.001225384,0.0007862803,0.0001812991,0.00004538265,0.001457621,0.0004143521,0.02908168],"category_scores_gemma":[0.1128499,0.0002641792,0.0001700788,0.0007955239,0.0009660966,0.0005171672,0.0005770838,0.0007433958,0.000001175314],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008075653,"about_ca_system_score_gemma":0.02647626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01428623,"about_ca_topic_score_gemma":0.004476387,"domain_scores_codex":[0.984456,0.0006792161,0.002245987,0.0005649541,0.0116375,0.0004163554],"domain_scores_gemma":[0.9871278,0.005979679,0.00154334,0.0004042362,0.00193559,0.00300937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001571666,0.00775408,0.5132127,0.002183535,0.001238096,0.0004920558,0.002653708,0.00004852819,0.03549548,0.00514009,0.392081,0.03812912],"study_design_scores_gemma":[0.006240963,0.0003607478,0.9229655,0.02321994,0.0002245063,0.0002778283,0.0008855475,0.003098621,0.03337806,0.001042938,0.007803355,0.0005020501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801053,0.001661479,0.0005822475,0.011129,0.0009562504,0.000783187,0.0004983161,0.00002749221,0.004256734],"genre_scores_gemma":[0.9931586,0.004367913,0.0001089363,0.00107136,0.0003303972,0.00004607986,0.00003409933,0.00004195639,0.0008406793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4097528,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2073429518633932,"score_gpt":0.4992057677852134,"score_spread":0.2918628159218202,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}